谷歌Chrome浏览器插件
订阅小程序
在清言上使用

Autonomous Robot KUKA YouBot Navigation Based on Path Planning and Traffic Signals Recognition

PROCEEDINGS OF THE FUTURE TECHNOLOGIES CONFERENCE (FTC) 2018, VOL 1(2019)

引用 4|浏览2
暂无评分
摘要
We present the successful demonstration of autonomous robot KUKA YouBot navigation based on path planning and traffic signals recognition. The integration of both capabilities path planning and traffic signals recognition was carried out, thanks to the integration among Robot Operating System, MATrix LABoratory software and Open Source Computer Vision Library working environments. The Robot Operating System allows the simulation of the autonomous robot navigation by using Gazebo and provides the implementation of the algorithms in simulated and real platforms. MATrix LABoratory software improves the communication tasks taking advantage of data processing tools in the path planning process. Finally, Open Source Computer Vision Library allows the traffic signals recognition by using the Scale-Invariant Feature Transform and Speeded-Up Robust Features algorithm. The integration of Robot Operating System, MATrix LABoratory software and Open Source Computer Vision Library is a promising approach to provide autonomous navigation capability in any mobile robot and in uncontrolled environments.
更多
查看译文
关键词
Autonomous navigation,KUKA YouBot,Robot operating system component,Path planning,Traffic signals recognition
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要